About Me
Greetings~ My name is Jiacheng Zhang. I am a second-year PhD student advised by Professor Steve Oney.
Before that, I earned my Bachelor's degree in Computer Science from University of Michigan. I also obtained another degree in Electrical and Computer Engineering from Shanghai Jiao Tong University.
My research interest lies in Human-Centered Artificial Intelligence.
During my undergraduate years, I was fortunate to work with Prof. Xinyu Wang and
Prof. Tianyi Zhang in web automation systems. I was also advised by
Prof. Andrew Owens in multimodal learning and computer vision.
News
- [2023/07] "Generating Visual Scenes from Touch" is accepted by ICCV 2023.
- [2023/06] "MIWA: Mixed-Initiative Web Automation for Better User Control and Confidence" is accepted by UIST '23.
- [2022/09] "Touch and Go: Learning from Human-Collected Vision and Touch" is accepted by Neurips'22.
Education
-
B.S.E in Computer Science | Minor. Statistics
(Summa Cum Laude)University of Michigan, Ann Arbor, US -
B.S.E in Electrical and Computer EngineeringShanghai Jiao Tong University, Shanghai, China
Research
Generating Visual Scenes from Touch Fengyu Yang, Jiacheng Zhang, Andrew Owens ICCV, 2023 We use diffusion to generate images from a touch signal (and vice versa). [project page] [paper] |
Touch and Go: Learning from Human-Collected Vision and Touch Fengyu Yang*, Chenyang Ma*, Jiacheng Zhang, Jing Zhu, Wenzhen Yuan, Andrew Owens NeurIPS (Datasets and Benchmarks Track), 2022 A dataset of paired vision-and-touch data collected by humans. We apply it to: 1) restyling an image to match a tactile input, 2) self-supervised representation learning, 3) multimodal video prediction. [project page] [paper] [dataset] |
MIWA: Mixed-InitiativeWeb Automation for Better User Control and
Confidence Weihao Chen, Xiaoyu Liu, Jiacheng Zhang, Zhicheng Huang, Ian Long Lam, Rui Dong, Xinyu Wang, Tianyi Zhang UIST, 2023 We provide MIWA, a mixed-initiative web automation system that enables users to create web scraping programs by demonstrating what contents they want from the targeted websites. [paper] |